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Exploration of Emotion Dynamics Sensing Using Trapezius EMG and Fingertip Temperature

Exploration of the physiological signals associated with subjective emotional dynamics has practical significance. Previous studies have reported that the dynamics of subjective emotional valence and arousal can be assessed using facial electromyography (EMG) and electrodermal activity (EDA), respec...

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Detalles Bibliográficos
Autores principales: Sato, Wataru, Kochiyama, Takanori
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460856/
https://www.ncbi.nlm.nih.gov/pubmed/36081011
http://dx.doi.org/10.3390/s22176553
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author Sato, Wataru
Kochiyama, Takanori
author_facet Sato, Wataru
Kochiyama, Takanori
author_sort Sato, Wataru
collection PubMed
description Exploration of the physiological signals associated with subjective emotional dynamics has practical significance. Previous studies have reported that the dynamics of subjective emotional valence and arousal can be assessed using facial electromyography (EMG) and electrodermal activity (EDA), respectively. However, it remains unknown whether other methods can assess emotion dynamics. To investigate this, EMG of the trapezius muscle and fingertip temperature were tested. These measures, as well as facial EMG of the corrugator supercilii and zygomatic major muscles, EDA (skin conductance level) of the palm, and continuous ratings of subjective emotional valence and arousal, were recorded while participants (n = 30) viewed emotional film clips. Intra-individual subjective–physiological associations were assessed using correlation analysis and linear and polynomial regression models. Valence ratings were linearly associated with corrugator and zygomatic EMG; however, trapezius EMG was not related, linearly or curvilinearly. Arousal ratings were linearly associated with EDA and fingertip temperature but were not linearly or curvilinearly related with trapezius EMG. These data suggest that fingertip temperature can be used to assess the dynamics of subjective emotional arousal.
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spelling pubmed-94608562022-09-10 Exploration of Emotion Dynamics Sensing Using Trapezius EMG and Fingertip Temperature Sato, Wataru Kochiyama, Takanori Sensors (Basel) Article Exploration of the physiological signals associated with subjective emotional dynamics has practical significance. Previous studies have reported that the dynamics of subjective emotional valence and arousal can be assessed using facial electromyography (EMG) and electrodermal activity (EDA), respectively. However, it remains unknown whether other methods can assess emotion dynamics. To investigate this, EMG of the trapezius muscle and fingertip temperature were tested. These measures, as well as facial EMG of the corrugator supercilii and zygomatic major muscles, EDA (skin conductance level) of the palm, and continuous ratings of subjective emotional valence and arousal, were recorded while participants (n = 30) viewed emotional film clips. Intra-individual subjective–physiological associations were assessed using correlation analysis and linear and polynomial regression models. Valence ratings were linearly associated with corrugator and zygomatic EMG; however, trapezius EMG was not related, linearly or curvilinearly. Arousal ratings were linearly associated with EDA and fingertip temperature but were not linearly or curvilinearly related with trapezius EMG. These data suggest that fingertip temperature can be used to assess the dynamics of subjective emotional arousal. MDPI 2022-08-30 /pmc/articles/PMC9460856/ /pubmed/36081011 http://dx.doi.org/10.3390/s22176553 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sato, Wataru
Kochiyama, Takanori
Exploration of Emotion Dynamics Sensing Using Trapezius EMG and Fingertip Temperature
title Exploration of Emotion Dynamics Sensing Using Trapezius EMG and Fingertip Temperature
title_full Exploration of Emotion Dynamics Sensing Using Trapezius EMG and Fingertip Temperature
title_fullStr Exploration of Emotion Dynamics Sensing Using Trapezius EMG and Fingertip Temperature
title_full_unstemmed Exploration of Emotion Dynamics Sensing Using Trapezius EMG and Fingertip Temperature
title_short Exploration of Emotion Dynamics Sensing Using Trapezius EMG and Fingertip Temperature
title_sort exploration of emotion dynamics sensing using trapezius emg and fingertip temperature
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460856/
https://www.ncbi.nlm.nih.gov/pubmed/36081011
http://dx.doi.org/10.3390/s22176553
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